# Multivariate Time Series Classification on EthanolConcentration UEA-MTSCA (test) Source: [Multivariate Time Series Classification on EthanolConcentration UEA-MTSCA (test)]() Collection index: [llms.txt]() Data updated: 2026-04-23T08:40:53.669Z Evaluation of Multivariate Time Series Classification performance on the test split of the EthanolConcentration UEA-MTSCA dataset, measured by accuracy. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Multivariate Time Series Classification | | Dataset (including any stated split) | EthanolConcentration UEA-MTSCA (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MARS-TC | 37.97 | Not recorded | 69e85bec7d0172140ec811d6 | | MARS | 34.68 | Not recorded | 69e85bec7d0172140ec811d6 | | Log-NCDE | 34.4 | Not recorded | 69e85bec7d0172140ec811d6 | | NCDE | 29.9 | Not recorded | 69e85bec7d0172140ec811d6 | | LinOSS-IMEX | 29.9 | Not recorded | 69e85bec7d0172140ec811d6 | | LinOSS-IM | 29.9 | Not recorded | 69e85bec7d0172140ec811d6 | | Mamba | 27.9 | Not recorded | 69e85bec7d0172140ec811d6 | | S6 | 26.4 | Not recorded | 69e85bec7d0172140ec811d6 | | NRDE | 25.3 | Not recorded | 69e85bec7d0172140ec811d6 | | S5 | 24.1 | Not recorded | 69e85bec7d0172140ec811d6 | | LRU | 21.5 | Not recorded | 69e85bec7d0172140ec811d6 | ### MARS-TC Accuracy: 37.97. Result ID: 69e9db0b47f34ce924d10ea0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### MARS Accuracy: 34.68. Result ID: 69e9db0b47f34ce924d10e9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### Log-NCDE Accuracy: 34.4. Result ID: 69e9db0b47f34ce924d10e98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### NCDE Accuracy: 29.9. Result ID: 69e9db0b47f34ce924d10e97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### LinOSS-IMEX Accuracy: 29.9. Result ID: 69e9db0b47f34ce924d10e9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### LinOSS-IM Accuracy: 29.9. Result ID: 69e9db0b47f34ce924d10e9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### Mamba Accuracy: 27.9. Result ID: 69e9db0b47f34ce924d10e9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### S6 Accuracy: 26.4. Result ID: 69e9db0b47f34ce924d10e9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### NRDE Accuracy: 25.3. Result ID: 69e9db0b47f34ce924d10e96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### S5 Accuracy: 24.1. Result ID: 69e9db0b47f34ce924d10e9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. ### LRU Accuracy: 21.5. Result ID: 69e9db0b47f34ce924d10e99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":"5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.